# -*- coding: utf-8 -*-
# @Author : zhaochen
# @Date   : 2019/4/18
# @File   : R27_Ind_PaidOverdueCnt_3YrTO5YrCheck.py
# @E-mail : zhaochen@bbdservice.com


'''eof
name:申请人3-5年内已结清贷款、贷记卡、准贷记卡逾期次数及期数校验
code:Ind_PaidOverdueCnt_3YrTO5YrCheck_2D
tableName:
columnName:
groups:准入>个人征信校验
dependencies:IC_DSJ_2D
type:常用指标
datasourceType:在线指标
description:
eof'''

import sys
import datetime

reload(sys)
sys.setdefaultencoding('utf-8')

null_type_list = ['', ' ', None, 'null', 'Null', 'NULL', '/', '-', '--']

def getTable(data, tableName, occurTimes):
    '''
        获取表信息
        :param data:表上层的字典对象
        :param tableName:表的名字
        :param occurTimes:表出现的次数，如果是0代表此表可以不出现，如果是1代表此表必须出现
        :return:该表全部数据
        '''
    table = data.get(tableName)
    if occurTimes == 0:
        if table is None:
            return [{}]
        elif table == "":
            return ""
        elif isinstance(table, list) is False or len(table) == 0:
            return None
        else:
            return data.get(tableName)

    if occurTimes == 1:
        if table == "":
            return ""
        if table is None or isinstance(table, list) is False or len(table) == 0:
            return None
        elif len(table) == 0:
            return [{}]
        else:
            return data.get(tableName)

def isfloat(x):
    '''
    判断x为float类型且大于等于0
    '''
    try:
        if isinstance(float(x), float) and float(x) >= 0:
            if str(x) in ['inf', 'infinity', 'INF', 'INFINITY', 'True']:
                return False
            else:
                return True
        else:
            return False
    except:
        return False

#借贷账户信息  PDA  [1..1]  借贷账户信息单元  PD01  [0..*]
# 基本信息段  PD01A  [1..1]  $账户类型  PD01AD01  [1..1]
# 最新表现信息段  PD01B  [1..1] $账户状态  PD01BD01  [1..1]
#
# 最近 5 年内历史表现信息段  PD01E  [0..1]
# 历史表现信息  PD01EH  [1..60] $还款状态  PD01ED01 [1..1]\逾期（透支）总额  PD01EJ01  [1..1]

def Ind_PaidOverdueCnt_3YrTO5YrCheck():
    data = IC_DSJ_2D['data']
    PDA = getTable(data, 'PDA', occurTimes=1)
    if PDA is None:
        return u'缺失值'
    elif PDA == [{}] or PDA == "":
        return 0
    else:
        PD01 = getTable(PDA[0], 'PD01', occurTimes=0)
        if PD01 is None or PD01 == "":
            return None
        elif PD01 == [{}]:
            return 0
        else:
            result = []
            for i in PD01:
                try:
                    # 基本信息段
                    PD01A = getTable(i, 'PD01A', 1)
                    # 最新表现信息段
                    PD01B = getTable(i, 'PD01B', 1)
                    # 最近 5 年内历史表现信息段
                    PD01E = getTable(i, 'PD01E', 0)
                    if PD01A in null_type_list or PD01B in null_type_list or PD01E in null_type_list:
                        result.append(None)
                    elif PD01E == [{}]:
                        result.append(0)
                    else:
                        # 账户类型 必须有
                        accountType = PD01A[0].get('PD01AD01')
                        # 账户状态 必须有
                        accountState = PD01B[0].get('PD01BD01')
                        #
                        PD01EH = getTable(PD01E[0], 'PD01EH', 1)
                        if accountType in null_type_list or accountState in null_type_list or PD01EH in null_type_list:
                            result.append(None)
                        else:
                            monthTwoYearsAgo = (datetime.datetime.now().year - 2) * 12 + datetime.datetime.now().month
                            monthFiveYearsAgo = (datetime.datetime.now().year - 5) * 12 + datetime.datetime.now().month
                            tmpResult = []
                            if accountType == 'D1':
                                if accountState in ['3', '5']:
                                    for i in PD01EH:
                                        # 还款状态
                                        state = i.get('PD01ED01')
                                        # 逾期（透支）总额
                                        ovduAmt = i.get('PD01EJ01')
                                        # 月份
                                        ovduMonth = i.get('PD01ER03')
                                        if ovduMonth in null_type_list:
                                            tmpResult.append(None)
                                            continue
                                        else:
                                            try:
                                                ovduMonthFact = float(ovduMonth[:4]) * 12 + float(ovduMonth[5:7]) if float(
                                                    ovduMonth[5:7]) <= 12 else float(ovduMonth[5:6])
                                            except:
                                                tmpResult.append(None)
                                                continue
                                        if state not in null_type_list:
                                            if isfloat(state):
                                                if float(state) >= 1 and float(state) <= 7:
                                                    if float(state) >= 4:
                                                        if isfloat(ovduAmt):
                                                            if float(ovduAmt) > 1000 and ovduMonthFact > monthFiveYearsAgo and ovduMonthFact <= monthTwoYearsAgo:
                                                                tmpResult.append(1)
                                                            else:
                                                                tmpResult.append(0)
                                                        else:
                                                            tmpResult.append(None)
                                                    else:
                                                        tmpResult.append(0)
                                                else:
                                                    tmpResult.append(None)
                                            else:
                                                tmpResult.append(0)
                                        else:
                                            tmpResult.append(None)
                                    tmpResult = filter(lambda x: x is not None, tmpResult)
                                    # print tmpResult
                                    if len(tmpResult) == 0:
                                        result.append(None)
                                    else:
                                        result.append(sum(tmpResult))
                                else:
                                    result.append(0)
                            elif accountType == 'R1':
                                if accountState == '3':
                                    for i in PD01EH:
                                        # 还款状态
                                        state = i.get('PD01ED01')
                                        # 逾期（透支）总额
                                        ovduAmt = i.get('PD01EJ01')
                                        # 月份
                                        ovduMonth = i.get('PD01ER03')
                                        if ovduMonth in null_type_list:
                                            tmpResult.append(None)
                                            continue
                                        else:
                                            try:
                                                ovduMonthFact = float(ovduMonth[:4]) * 12 + float(ovduMonth[5:7]) if float(
                                                    ovduMonth[5:7]) <= 12 else float(ovduMonth[5:6])
                                            except:
                                                tmpResult.append(None)
                                                continue
                                        if state not in null_type_list:
                                            if isfloat(state):
                                                if float(state) >= 1 and float(state) <= 7:
                                                    if float(state) >= 4:
                                                        if isfloat(ovduAmt):
                                                            if float(ovduAmt) > 1000 and ovduMonthFact > monthFiveYearsAgo and ovduMonthFact <= monthTwoYearsAgo:
                                                                tmpResult.append(1)
                                                            else:
                                                                tmpResult.append(0)
                                                        else:
                                                            tmpResult.append(None)
                                                    else:
                                                        tmpResult.append(0)
                                                else:
                                                    tmpResult.append(None)
                                            else:
                                                tmpResult.append(0)
                                        else:
                                            tmpResult.append(None)
                                    tmpResult = filter(lambda x: x is not None, tmpResult)
                                    if len(tmpResult) == 0:
                                        result.append(None)
                                    else:
                                        result.append(sum(tmpResult))
                                else:
                                    result.append(0)
                            elif accountType == 'R4':
                                if accountState == '3':
                                    for i in PD01EH:
                                        # 还款状态
                                        state = i.get('PD01ED01')
                                        # 逾期（透支）总额
                                        ovduAmt = i.get('PD01EJ01')
                                        # 月份
                                        ovduMonth = i.get('PD01ER03')
                                        if ovduMonth in null_type_list:
                                            tmpResult.append(None)
                                            continue
                                        else:
                                            try:
                                                ovduMonthFact = float(ovduMonth[:4]) * 12 + float(ovduMonth[5:7]) if float(
                                                    ovduMonth[5:7]) <= 12 else float(ovduMonth[5:6])
                                            except:
                                                tmpResult.append(None)
                                                continue
                                        if state not in null_type_list:
                                            if isfloat(state):
                                                if float(state) >= 1 and float(state) <= 7:
                                                    if float(state) >= 4:
                                                        if isfloat(ovduAmt):
                                                            if float(ovduAmt) > 1000 and ovduMonthFact > monthFiveYearsAgo and ovduMonthFact <= monthTwoYearsAgo:
                                                                tmpResult.append(1)
                                                            else:
                                                                tmpResult.append(0)
                                                        else:
                                                            tmpResult.append(None)
                                                    else:
                                                        tmpResult.append(0)
                                                else:
                                                    tmpResult.append(None)
                                            else:
                                                tmpResult.append(0)
                                        else:
                                            tmpResult.append(None)
                                    tmpResult = filter(lambda x: x is not None, tmpResult)
                                    if len(tmpResult) == 0:
                                        result.append(None)
                                    else:
                                        result.append(sum(tmpResult))
                                else:
                                    result.append(0)
                            elif accountType == 'R2':
                                if accountState == '4':
                                    for i in PD01EH:
                                        # 还款状态
                                        state = i.get('PD01ED01')
                                        # 逾期（透支）总额
                                        ovduAmt = i.get('PD01EJ01')
                                        # 月份
                                        ovduMonth = i.get('PD01ER03')
                                        if ovduMonth in null_type_list:
                                            tmpResult.append(None)
                                            continue
                                        else:
                                            try:
                                                ovduMonthFact = float(ovduMonth[:4]) * 12 + float(ovduMonth[5:7]) if float(
                                                    ovduMonth[5:7]) <= 12 else float(ovduMonth[5:6])
                                            except:
                                                tmpResult.append(None)
                                                continue
                                        if state not in null_type_list:
                                            if isfloat(state):
                                                if float(state) >= 1 and float(state) <= 7:
                                                    if float(state) >= 4:
                                                        if isfloat(ovduAmt):
                                                            if float(ovduAmt) > 500 and ovduMonthFact > monthFiveYearsAgo and ovduMonthFact <= monthTwoYearsAgo:
                                                                tmpResult.append(1)
                                                            else:
                                                                tmpResult.append(0)
                                                        else:
                                                            tmpResult.append(None)
                                                    else:
                                                        tmpResult.append(0)
                                                else:
                                                    tmpResult.append(None)
                                            else:
                                                tmpResult.append(0)
                                        else:
                                            tmpResult.append(None)
                                    tmpResult = filter(lambda x: x is not None, tmpResult)
                                    if len(tmpResult) == 0:
                                        result.append(None)
                                    else:
                                        result.append(sum(tmpResult))
                                else:
                                    result.append(0)
                            elif accountType == 'R3':
                                if accountState == '4':
                                    for i in PD01EH:
                                        # 还款状态
                                        state = i.get('PD01ED01')
                                        # 逾期（透支）总额
                                        ovduAmt = i.get('PD01EJ01')
                                        # 月份
                                        ovduMonth = i.get('PD01ER03')
                                        if ovduMonth in null_type_list:
                                            tmpResult.append(None)
                                            continue
                                        else:
                                            try:
                                                ovduMonthFact = float(ovduMonth[:4]) * 12 + float(ovduMonth[5:7]) if float(
                                                    ovduMonth[5:7]) <= 12 else float(ovduMonth[5:6])
                                            except:
                                                tmpResult.append(None)
                                                continue
                                        if state not in null_type_list:
                                            if isfloat(state):
                                                if float(state) >= 1 and float(state) <= 7:
                                                    # [6-7]
                                                    if float(state) >= 6:
                                                        if isfloat(ovduAmt):
                                                            if float(ovduAmt) > 500 and ovduMonthFact > monthFiveYearsAgo and ovduMonthFact <= monthTwoYearsAgo:
                                                                tmpResult.append(1)
                                                            else:
                                                                tmpResult.append(0)
                                                        else:
                                                            tmpResult.append(None)
                                                    else:
                                                        tmpResult.append(0)
                                                else:
                                                    tmpResult.append(None)
                                            else:
                                                tmpResult.append(0)
                                        else:
                                            tmpResult.append(None)
                                    tmpResult = filter(lambda x: x is not None, tmpResult)
                                    if len(tmpResult) == 0:
                                        result.append(None)
                                    else:
                                        result.append(sum(tmpResult))
                                else:
                                    result.append(0)
                            else:
                                result.append(0)
                                continue
                except:
                    result.append(None)

        result = filter(lambda x:x is not None, result)
        if len(result) == 0:
            return u'缺失值'
        else:
            return sum(result)


result = Ind_PaidOverdueCnt_3YrTO5YrCheck()

